Data science projects with python : a case study approach to gaining valuable insights from real data with machine learning / Stephen Klosterman

By: Klosterman, StephenMaterial type: Text

TextPublication details: United Kingdom : Packt Publishing, c2021. Edition: 2nd edDescription: vii, 404 p. : ill. ; 24 cmISBN: 9781800564480DDC classification: 006.33 KLO

Tags from this library: No tags from this library for this title. Log in to add tags.

Average rating: 0.0 (0 votes)

Holdings ( 2 )
Title notes ( 1 )
Comments ( 0 )

Holdings
Item type	Current library	Home library	Call number	Status	Date due	Barcode	Item holds
English Lending	Villa College Library	Villa College Library	006.33 KLO (Browse shelf(Opens below))	Available		18007
English Lending	Villa College Library	Villa College Library	006.33 KLO (Browse shelf(Opens below))	Available		18008

Total holds: 0

Browsing Villa College Library shelves Close shelf browser (Hides shelf browser)

Previous								Next
Previous	006.31 RAV Hands-on deep learning algorithms with python : master deep learning algorithms with the extensive math by implementing them using TensorFlow /	006.31 RAV Hands-on deep learning algorithms with python : master deep learning algorithms with the extensive math by implementing them using TensorFlow /	006.33 KLO Data science projects with python : a case study approach to gaining valuable insights from real data with machine learning /	006.33 KLO Data science projects with python : a case study approach to gaining valuable insights from real data with machine learning /	006.5 TRU Mastering digital audio production the professional music workflow with mac OS X /	006.686 DAY Photoshop CS3 extended video and 3D bible /	006.686 DAY Photoshop CS3 extended video and 3D bible /	Next

Contents includes:

1. Data exploration and cleaning
2. Introduction to Scikit-Learn and model evaluation
3. Details of logistic regression and feature exploration
4. The bias-variance trade off
5. Decision trees and random forests
6. Gradient boosting, XGBoost, and SHAP Values
7. Test set analysis, financial insights, and delivery to client

Includes index

There are no comments on this title.

to post a comment.